Paper Citation Record · LEDGER

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2401.07324.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2401.07324 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:04:24.056694Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T19:50:11.237517Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fe7a4a87-a7d8-4d75-a1d4-87035f0cf37f · inbound

Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement cites this paper.

Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-23T21:03:26.393786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d980065-11e5-4eeb-a5f4-6007c677edae · inbound

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning cites this paper.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:48:20.475285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c44bc51a-5ec1-4ac3-b189-e7dc0b7bb62c · inbound

Implicit Communication of Contextual Information in Human-Robot Collaboration cites this paper.

Implicit Communication of Contextual Information in Human-Robot Collaboration Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T18:04:24.056694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62039000-4822-435f-96de-f79c952d4ba9 · inbound

Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy cites this paper.

Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:10.538117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41021a20-68a5-4910-9b7c-a6b8cefbb596 · inbound

NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration cites this paper.

NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:13:01.846888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7bb54b3-b6e8-4426-8ebc-f2c4ff896f5a · inbound

FaSTA$^*$: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing cites this paper.

FaSTA$^*$: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:17:10.766472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 775fd877-4b46-4eff-a811-5c5853b4de16 · inbound

GIST: Multimodal Knowledge Extraction and Spatial Grounding via Intelligent Semantic Topology cites this paper.

GIST: Multimodal Knowledge Extraction and Spatial Grounding via Intelligent Semantic Topology Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:00:04.557881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 798b8805-8baf-4fcf-8eab-e256fe5efa52 · inbound

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents cites this paper.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 93

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:31:12.211329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34dcbb5c-7f99-4049-a8b6-f87893bbbfe7 · inbound

ERFSL: An Efficient Reward Function Searcher via Language Models for Custom-Environment Multi-Objective Optimization (Student Abstract) cites this paper.

ERFSL: An Efficient Reward Function Searcher via Language Models for Custom-Environment Multi-Objective Optimization (Student Abstract) Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T05:08:05.290847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6016dd8e-32e2-432c-aa3b-a81d72933458 · inbound

Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints cites this paper.

Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:50:11.239132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.